/usr/local/lib/python3.7/dist-packages/ipykernel_launcher.py:42: UserWarning: DEPRECATED: skimage.measure.compare_psnr has been moved to skimage.metrics.peak_signal_noise_ratio. It will be removed from skimage.measure in version 0.18.
/usr/local/lib/python3.7/dist-packages/ipykernel_launcher.py:96: UserWarning: DEPRECATED: skimage.measure.compare_psnr has been moved to skimage.metrics.peak_signal_noise_ratio. It will be removed from skimage.measure in version 0.18.
/usr/local/lib/python3.7/dist-packages/ipykernel_launcher.py:102: UserWarning: DEPRECATED: skimage.measure.compare_psnr has been moved to skimage.metrics.peak_signal_noise_ratio. It will be removed from skimage.measure in version 0.18.
/usr/local/lib/python3.7/dist-packages/ipykernel_launcher.py:103: UserWarning: DEPRECATED: skimage.measure.compare_psnr has been moved to skimage.metrics.peak_signal_noise_ratio. It will be removed from skimage.measure in version 0.18.
 DRED (NLM) 0001/6000 Loss 0.204526 psnrs: y: 21.73 psnr_noisy: 8.65 net: 8.29 x: 13.63 x-u: 21.73 avg: 14.74
 DRED (NLM) 0010/6000 Loss 0.028636 psnrs: y: 21.73 psnr_noisy: 17.19 net: 18.21 x: 18.19 x-u: 21.73 avg: 15.39
 DRED (NLM) 0050/6000 Loss 0.015264 psnrs: y: 21.73 psnr_noisy: 18.45 net: 19.72 x: 19.89 x-u: 19.71 avg: 17.55
 DRED (NLM) 0100/6000 Loss 0.013068 psnrs: y: 21.73 psnr_noisy: 19.00 net: 20.50 x: 20.73 x-u: 20.43 avg: 19.46
 DRED (NLM) 0250/6000 Loss 0.010526 psnrs: y: 21.73 psnr_noisy: 19.91 net: 22.26 x: 22.40 x-u: 22.11 avg: 21.87
 DRED (NLM) 0500/6000 Loss 0.010034 psnrs: y: 21.73 psnr_noisy: 20.25 net: 22.90 x: 23.09 x-u: 22.92 avg: 22.99
 DRED (NLM) 2000/6000 Loss 0.009474 psnrs: y: 21.73 psnr_noisy: 20.41 net: 23.31 x: 23.92 x-u: 23.85 avg: 23.83
 DRED (NLM) 3500/6000 Loss 0.008739 psnrs: y: 21.73 psnr_noisy: 20.74 net: 23.81 x: 24.25 x-u: 24.43 avg: 24.32
 DRED (NLM) 5000/6000 Loss 0.008306 psnrs: y: 21.73 psnr_noisy: 20.93 net: 24.48 x: 24.57 x-u: 24.54 avg: 24.57
 DRED (NLM) 6000/6000 Loss 0.008210 psnrs: y: 21.73 psnr_noisy: 20.98 net: 24.60 x: 24.66 x-u: 24.63 avg: 24.67
/usr/local/lib/python3.7/dist-packages/ipykernel_launcher.py:7: UserWarning: DEPRECATED: skimage.measure.compare_psnr has been moved to skimage.metrics.peak_signal_noise_ratio. It will be removed from skimage.measure in version 0.18.
  import sys